{"id":"W2606460382","doi":"10.11141/ia.44.5","title":"Theorising 3D Visualisation Systems in Archaeology: Towards more effective design, evaluations and life cycles","year":2017,"lang":"en","type":"article","venue":"Internet Archaeology","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthur B. McDonald-Canadian Astroparticle Physics Research Institute","funders":"","keywords":"Visualization; Archaeology; History; Sociology; Anthropology; Computer science; Geography; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02896929,0.001498299,0.001010162,0.00563317,0.002161484,0.01534254,0.003796873,0.004164779,0.007399766],"category_scores_gemma":[0.04674215,0.001614688,0.001261615,0.003631526,0.02381868,0.02028382,0.006445704,0.002788754,0.001035191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006851895,"about_ca_system_score_gemma":0.006056885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004270415,"about_ca_topic_score_gemma":0.003352066,"domain_scores_codex":[0.9733813,0.02124335,0.0009506718,0.00112198,0.002798467,0.000504259],"domain_scores_gemma":[0.9546132,0.03483867,0.001849205,0.004578978,0.003491015,0.0006288725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000180067,0.00008441781,0.001510031,0.000815696,0.00003577872,0.0001067624,0.005916769,0.01720124,0.0005796451,0.9224512,0.001423696,0.04985674],"study_design_scores_gemma":[0.00002662789,0.0001180854,0.0007830191,0.001884755,0.0000416014,0.000153611,0.007980077,0.02773311,0.001507051,0.8954415,0.06424914,0.00008144188],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02231358,0.006217815,0.8943298,0.0148911,0.000265388,0.001048247,0.0002108379,0.0003651507,0.06035807],"genre_scores_gemma":[0.3135956,0.007292029,0.6714898,0.0006965398,0.000103372,0.001680966,0.0001883416,0.0002583571,0.004695006],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02896929,"threshold_uncertainty_score":0.1532061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05081908394918617,"score_gpt":0.32592636709498,"score_spread":0.2751072831457938,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}